Overview
Brought to you by YData
Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 21 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.6 KiB |
| Average record size in memory | 222.1 B |
Variable types
| Numeric | 27 |
|---|
AG is highly overall correlated with AR and 24 other fields | High correlation |
AI is highly overall correlated with GL | High correlation |
AR is highly overall correlated with AG and 24 other fields | High correlation |
BE is highly overall correlated with AG and 24 other fields | High correlation |
BL is highly overall correlated with AG and 24 other fields | High correlation |
BS is highly overall correlated with AG and 24 other fields | High correlation |
CH is highly overall correlated with AG and 24 other fields | High correlation |
FR is highly overall correlated with AG and 24 other fields | High correlation |
GE is highly overall correlated with AG and 24 other fields | High correlation |
GL is highly overall correlated with AG and 25 other fields | High correlation |
GR is highly overall correlated with AG and 24 other fields | High correlation |
LU is highly overall correlated with AG and 24 other fields | High correlation |
NE is highly overall correlated with AG and 24 other fields | High correlation |
NW is highly overall correlated with AG and 24 other fields | High correlation |
OW is highly overall correlated with AG and 24 other fields | High correlation |
SG is highly overall correlated with AG and 24 other fields | High correlation |
SH is highly overall correlated with AG and 24 other fields | High correlation |
SO is highly overall correlated with AG and 24 other fields | High correlation |
SZ is highly overall correlated with AG and 24 other fields | High correlation |
TG is highly overall correlated with AG and 24 other fields | High correlation |
TI is highly overall correlated with AG and 24 other fields | High correlation |
UR is highly overall correlated with AG and 24 other fields | High correlation |
VD is highly overall correlated with AG and 24 other fields | High correlation |
VS is highly overall correlated with AG and 24 other fields | High correlation |
Year is highly overall correlated with AG and 24 other fields | High correlation |
ZG is highly overall correlated with AG and 24 other fields | High correlation |
ZH is highly overall correlated with AG and 24 other fields | High correlation |
Year has unique values | Unique |
ZH has unique values | Unique |
BE has unique values | Unique |
LU has unique values | Unique |
SZ has unique values | Unique |
ZG has unique values | Unique |
SO has unique values | Unique |
BS has unique values | Unique |
BL has unique values | Unique |
SH has unique values | Unique |
SG has unique values | Unique |
AG has unique values | Unique |
TG has unique values | Unique |
TI has unique values | Unique |
VD has unique values | Unique |
VS has unique values | Unique |
NE has unique values | Unique |
GE has unique values | Unique |
CH has unique values | Unique |
Reproduction
| Analysis started | 2025-05-08 09:28:26.047508 |
|---|---|
| Analysis finished | 2025-05-08 09:31:32.795109 |
| Duration | 3 minutes and 6.75 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
Year
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1960 |
| Minimum | 1950 |
|---|---|
| Maximum | 1970 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 1950 |
|---|---|
| 5-th percentile | 1951 |
| Q1 | 1955 |
| median | 1960 |
| Q3 | 1965 |
| 95-th percentile | 1969 |
| Maximum | 1970 |
| Range | 20 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.2048368 |
|---|---|
| Coefficient of variation (CV) | 0.0031657331 |
| Kurtosis | -1.2 |
| Mean | 1960 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0 |
| Sum | 41160 |
| Variance | 38.5 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1950 | 1 | 4.8% |
| 1951 | 1 | 4.8% |
| 1952 | 1 | 4.8% |
| 1953 | 1 | 4.8% |
| 1954 | 1 | 4.8% |
| 1955 | 1 | 4.8% |
| 1956 | 1 | 4.8% |
| 1957 | 1 | 4.8% |
| 1958 | 1 | 4.8% |
| 1959 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 1950 | 1 | |
| 1951 | 1 | |
| 1952 | 1 | |
| 1953 | 1 | |
| 1954 | 1 | |
| 1955 | 1 | |
| 1956 | 1 | |
| 1957 | 1 | |
| 1958 | 1 | |
| 1959 | 1 |
| Value | Count | Frequency (%) |
| 1970 | 1 | |
| 1969 | 1 | |
| 1968 | 1 | |
| 1967 | 1 | |
| 1966 | 1 | |
| 1965 | 1 | |
| 1964 | 1 | |
| 1963 | 1 | |
| 1962 | 1 | |
| 1961 | 1 |
ZH
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 940152.38 |
| Minimum | 770600 |
|---|---|
| Maximum | 1101200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 770600 |
|---|---|
| 5-th percentile | 786000 |
| Q1 | 842700 |
| median | 932800 |
| Q3 | 1043000 |
| 95-th percentile | 1090500 |
| Maximum | 1101200 |
| Range | 330600 |
| Interquartile range (IQR) | 200300 |
Descriptive statistics
| Standard deviation | 110697.25 |
|---|---|
| Coefficient of variation (CV) | 0.11774395 |
| Kurtosis | -1.5252849 |
| Mean | 940152.38 |
| Median Absolute Deviation (MAD) | 101600 |
| Skewness | -0.0088035731 |
| Sum | 19743200 |
| Variance | 1.2253882 × 1010 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 770600 | 1 | 4.8% |
| 786000 | 1 | 4.8% |
| 803700 | 1 | 4.8% |
| 819400 | 1 | 4.8% |
| 831200 | 1 | 4.8% |
| 842700 | 1 | 4.8% |
| 856500 | 1 | 4.8% |
| 873100 | 1 | 4.8% |
| 891300 | 1 | 4.8% |
| 906400 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 770600 | 1 | |
| 786000 | 1 | |
| 803700 | 1 | |
| 819400 | 1 | |
| 831200 | 1 | |
| 842700 | 1 | |
| 856500 | 1 | |
| 873100 | 1 | |
| 891300 | 1 | |
| 906400 | 1 |
| Value | Count | Frequency (%) |
| 1101200 | 1 | |
| 1090500 | 1 | |
| 1076800 | 1 | |
| 1064600 | 1 | |
| 1052500 | 1 | |
| 1043000 | 1 | |
| 1032700 | 1 | |
| 1013000 | 1 | |
| 990800 | 1 | |
| 964400 | 1 |
BE
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 894128.57 |
| Minimum | 798500 |
|---|---|
| Maximum | 987200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 798500 |
|---|---|
| 5-th percentile | 806800 |
| Q1 | 839600 |
| median | 883400 |
| Q3 | 953200 |
| 95-th percentile | 982500 |
| Maximum | 987200 |
| Range | 188700 |
| Interquartile range (IQR) | 113600 |
Descriptive statistics
| Standard deviation | 63244.867 |
|---|---|
| Coefficient of variation (CV) | 0.070733526 |
| Kurtosis | -1.5141188 |
| Mean | 894128.57 |
| Median Absolute Deviation (MAD) | 56000 |
| Skewness | 0.055540682 |
| Sum | 18776700 |
| Variance | 3.9999131 × 109 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 798500 | 1 | 4.8% |
| 806800 | 1 | 4.8% |
| 817000 | 1 | 4.8% |
| 827400 | 1 | 4.8% |
| 834300 | 1 | 4.8% |
| 839600 | 1 | 4.8% |
| 846800 | 1 | 4.8% |
| 856800 | 1 | 4.8% |
| 865900 | 1 | 4.8% |
| 873100 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 798500 | 1 | |
| 806800 | 1 | |
| 817000 | 1 | |
| 827400 | 1 | |
| 834300 | 1 | |
| 839600 | 1 | |
| 846800 | 1 | |
| 856800 | 1 | |
| 865900 | 1 | |
| 873100 | 1 |
| Value | Count | Frequency (%) |
| 987200 | 1 | |
| 982500 | 1 | |
| 973700 | 1 | |
| 966000 | 1 | |
| 959300 | 1 | |
| 953200 | 1 | |
| 949000 | 1 | |
| 937300 | 1 | |
| 920300 | 1 | |
| 898600 | 1 |
LU
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 256185.71 |
| Minimum | 222700 |
|---|---|
| Maximum | 290600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 222700 |
|---|---|
| 5-th percentile | 225300 |
| Q1 | 237600 |
| median | 251700 |
| Q3 | 275700 |
| 95-th percentile | 288000 |
| Maximum | 290600 |
| Range | 67900 |
| Interquartile range (IQR) | 38100 |
Descriptive statistics
| Standard deviation | 22017.863 |
|---|---|
| Coefficient of variation (CV) | 0.085944928 |
| Kurtosis | -1.3809742 |
| Mean | 256185.71 |
| Median Absolute Deviation (MAD) | 19000 |
| Skewness | 0.089424147 |
| Sum | 5379900 |
| Variance | 4.8478629 × 108 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 222700 | 1 | 4.8% |
| 225300 | 1 | 4.8% |
| 229200 | 1 | 4.8% |
| 232700 | 1 | 4.8% |
| 235000 | 1 | 4.8% |
| 237600 | 1 | 4.8% |
| 241100 | 1 | 4.8% |
| 245000 | 1 | 4.8% |
| 247900 | 1 | 4.8% |
| 249300 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 222700 | 1 | |
| 225300 | 1 | |
| 229200 | 1 | |
| 232700 | 1 | |
| 235000 | 1 | |
| 237600 | 1 | |
| 241100 | 1 | |
| 245000 | 1 | |
| 247900 | 1 | |
| 249300 | 1 |
| Value | Count | Frequency (%) |
| 290600 | 1 | |
| 288000 | 1 | |
| 284600 | 1 | |
| 281400 | 1 | |
| 278600 | 1 | |
| 275700 | 1 | |
| 273600 | 1 | |
| 269400 | 1 | |
| 263700 | 1 | |
| 256800 | 1 |
UR
Real number (ℝ)
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31800 |
| Minimum | 28600 |
|---|---|
| Maximum | 34200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 28600 |
|---|---|
| 5-th percentile | 28800 |
| Q1 | 29800 |
| median | 32000 |
| Q3 | 33800 |
| 95-th percentile | 34200 |
| Maximum | 34200 |
| Range | 5600 |
| Interquartile range (IQR) | 4000 |
Descriptive statistics
| Standard deviation | 2059.6116 |
|---|---|
| Coefficient of variation (CV) | 0.064767661 |
| Kurtosis | -1.5756097 |
| Mean | 31800 |
| Median Absolute Deviation (MAD) | 1900 |
| Skewness | -0.30740857 |
| Sum | 667800 |
| Variance | 4242000 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 33900 | 2 | 9.5% |
| 34200 | 2 | 9.5% |
| 28600 | 1 | 4.8% |
| 29000 | 1 | 4.8% |
| 28800 | 1 | 4.8% |
| 29200 | 1 | 4.8% |
| 29400 | 1 | 4.8% |
| 30800 | 1 | 4.8% |
| 31400 | 1 | 4.8% |
| 29800 | 1 | 4.8% |
| Other values (9) | 9 |
| Value | Count | Frequency (%) |
| 28600 | 1 | |
| 28800 | 1 | |
| 29000 | 1 | |
| 29200 | 1 | |
| 29400 | 1 | |
| 29800 | 1 | |
| 30200 | 1 | |
| 30800 | 1 | |
| 31400 | 1 | |
| 31800 | 1 |
| Value | Count | Frequency (%) |
| 34200 | 2 | |
| 34000 | 1 | |
| 33900 | 2 | |
| 33800 | 1 | |
| 33600 | 1 | |
| 33400 | 1 | |
| 33100 | 1 | |
| 32700 | 1 | |
| 32000 | 1 | |
| 31800 | 1 |
SZ
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79857.143 |
| Minimum | 70900 |
|---|---|
| Maximum | 91400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 70900 |
|---|---|
| 5-th percentile | 71400 |
| Q1 | 73400 |
| median | 77800 |
| Q3 | 86100 |
| 95-th percentile | 90500 |
| Maximum | 91400 |
| Range | 20500 |
| Interquartile range (IQR) | 12700 |
Descriptive statistics
| Standard deviation | 6959.2795 |
|---|---|
| Coefficient of variation (CV) | 0.087146613 |
| Kurtosis | -1.4239137 |
| Mean | 79857.143 |
| Median Absolute Deviation (MAD) | 5800 |
| Skewness | 0.30311483 |
| Sum | 1677000 |
| Variance | 48431571 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 70900 | 1 | 4.8% |
| 71400 | 1 | 4.8% |
| 71900 | 1 | 4.8% |
| 72500 | 1 | 4.8% |
| 72900 | 1 | 4.8% |
| 73400 | 1 | 4.8% |
| 74400 | 1 | 4.8% |
| 75700 | 1 | 4.8% |
| 76600 | 1 | 4.8% |
| 77200 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 70900 | 1 | |
| 71400 | 1 | |
| 71900 | 1 | |
| 72500 | 1 | |
| 72900 | 1 | |
| 73400 | 1 | |
| 74400 | 1 | |
| 75700 | 1 | |
| 76600 | 1 | |
| 77200 | 1 |
| Value | Count | Frequency (%) |
| 91400 | 1 | |
| 90500 | 1 | |
| 89300 | 1 | |
| 88200 | 1 | |
| 87000 | 1 | |
| 86100 | 1 | |
| 85100 | 1 | |
| 83600 | 1 | |
| 81700 | 1 | |
| 79400 | 1 |
OW
Real number (ℝ)
High correlation
| Distinct | 16 |
|---|---|
| Distinct (%) | 76.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23638.095 |
| Minimum | 22100 |
|---|---|
| Maximum | 24900 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 22100 |
|---|---|
| 5-th percentile | 22200 |
| Q1 | 22600 |
| median | 23600 |
| Q3 | 24700 |
| 95-th percentile | 24800 |
| Maximum | 24900 |
| Range | 2800 |
| Interquartile range (IQR) | 2100 |
Descriptive statistics
| Standard deviation | 1017.092 |
|---|---|
| Coefficient of variation (CV) | 0.043027664 |
| Kurtosis | -1.6669784 |
| Mean | 23638.095 |
| Median Absolute Deviation (MAD) | 1100 |
| Skewness | -0.14053639 |
| Sum | 496400 |
| Variance | 1034476.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 24800 | 3 | |
| 22500 | 2 | 9.5% |
| 24500 | 2 | 9.5% |
| 24700 | 2 | 9.5% |
| 22600 | 1 | 4.8% |
| 22100 | 1 | 4.8% |
| 22200 | 1 | 4.8% |
| 22400 | 1 | 4.8% |
| 23300 | 1 | 4.8% |
| 23100 | 1 | 4.8% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 22100 | 1 | |
| 22200 | 1 | |
| 22400 | 1 | |
| 22500 | 2 | |
| 22600 | 1 | |
| 22800 | 1 | |
| 23100 | 1 | |
| 23300 | 1 | |
| 23400 | 1 | |
| 23600 | 1 |
| Value | Count | Frequency (%) |
| 24900 | 1 | 4.8% |
| 24800 | 3 | |
| 24700 | 2 | |
| 24500 | 2 | |
| 24300 | 1 | 4.8% |
| 23900 | 1 | 4.8% |
| 23600 | 1 | 4.8% |
| 23400 | 1 | 4.8% |
| 23300 | 1 | 4.8% |
| 23100 | 1 | 4.8% |
NW
Real number (ℝ)
High correlation
| Distinct | 20 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22623.81 |
| Minimum | 19300 |
|---|---|
| Maximum | 26000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 19300 |
|---|---|
| 5-th percentile | 19500 |
| Q1 | 20300 |
| median | 22300 |
| Q3 | 24800 |
| 95-th percentile | 25600 |
| Maximum | 26000 |
| Range | 6700 |
| Interquartile range (IQR) | 4500 |
Descriptive statistics
| Standard deviation | 2337.4997 |
|---|---|
| Coefficient of variation (CV) | 0.10332034 |
| Kurtosis | -1.6401342 |
| Mean | 22623.81 |
| Median Absolute Deviation (MAD) | 2500 |
| Skewness | -0.058910709 |
| Sum | 475100 |
| Variance | 5463904.8 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 24800 | 2 | 9.5% |
| 19300 | 1 | 4.8% |
| 19700 | 1 | 4.8% |
| 19500 | 1 | 4.8% |
| 19800 | 1 | 4.8% |
| 20000 | 1 | 4.8% |
| 20900 | 1 | 4.8% |
| 20300 | 1 | 4.8% |
| 21700 | 1 | 4.8% |
| 22100 | 1 | 4.8% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 19300 | 1 | |
| 19500 | 1 | |
| 19700 | 1 | |
| 19800 | 1 | |
| 20000 | 1 | |
| 20300 | 1 | |
| 20900 | 1 | |
| 21300 | 1 | |
| 21700 | 1 | |
| 22100 | 1 |
| Value | Count | Frequency (%) |
| 26000 | 1 | |
| 25600 | 1 | |
| 25300 | 1 | |
| 25100 | 1 | |
| 24900 | 1 | |
| 24800 | 2 | |
| 24400 | 1 | |
| 24000 | 1 | |
| 23300 | 1 | |
| 22300 | 1 |
GL
Real number (ℝ)
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39500 |
| Minimum | 37400 |
|---|---|
| Maximum | 41600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 37400 |
|---|---|
| 5-th percentile | 37900 |
| Q1 | 38700 |
| median | 39300 |
| Q3 | 40100 |
| 95-th percentile | 41500 |
| Maximum | 41600 |
| Range | 4200 |
| Interquartile range (IQR) | 1400 |
Descriptive statistics
| Standard deviation | 1206.6483 |
|---|---|
| Coefficient of variation (CV) | 0.030548057 |
| Kurtosis | -0.69231186 |
| Mean | 39500 |
| Median Absolute Deviation (MAD) | 800 |
| Skewness | 0.37142401 |
| Sum | 829500 |
| Variance | 1456000 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 38500 | 2 | 9.5% |
| 38700 | 2 | 9.5% |
| 37400 | 1 | 4.8% |
| 38300 | 1 | 4.8% |
| 37900 | 1 | 4.8% |
| 38900 | 1 | 4.8% |
| 39200 | 1 | 4.8% |
| 39400 | 1 | 4.8% |
| 39600 | 1 | 4.8% |
| 40000 | 1 | 4.8% |
| Other values (9) | 9 |
| Value | Count | Frequency (%) |
| 37400 | 1 | |
| 37900 | 1 | |
| 38300 | 1 | |
| 38500 | 2 | |
| 38700 | 2 | |
| 38900 | 1 | |
| 39000 | 1 | |
| 39200 | 1 | |
| 39300 | 1 | |
| 39400 | 1 |
| Value | Count | Frequency (%) |
| 41600 | 1 | |
| 41500 | 1 | |
| 41400 | 1 | |
| 41100 | 1 | |
| 40700 | 1 | |
| 40100 | 1 | |
| 40000 | 1 | |
| 39700 | 1 | |
| 39600 | 1 | |
| 39400 | 1 |
ZG
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52176.19 |
| Minimum | 42100 |
|---|---|
| Maximum | 63300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 42100 |
|---|---|
| 5-th percentile | 42800 |
| Q1 | 45900 |
| median | 51400 |
| Q3 | 58600 |
| 95-th percentile | 62400 |
| Maximum | 63300 |
| Range | 21200 |
| Interquartile range (IQR) | 12700 |
Descriptive statistics
| Standard deviation | 7070.2125 |
|---|---|
| Coefficient of variation (CV) | 0.13550649 |
| Kurtosis | -1.510318 |
| Mean | 52176.19 |
| Median Absolute Deviation (MAD) | 6200 |
| Skewness | 0.12476962 |
| Sum | 1095700 |
| Variance | 49987905 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 42100 | 1 | 4.8% |
| 42800 | 1 | 4.8% |
| 43900 | 1 | 4.8% |
| 44600 | 1 | 4.8% |
| 45300 | 1 | 4.8% |
| 45900 | 1 | 4.8% |
| 46500 | 1 | 4.8% |
| 47500 | 1 | 4.8% |
| 48500 | 1 | 4.8% |
| 49600 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 42100 | 1 | |
| 42800 | 1 | |
| 43900 | 1 | |
| 44600 | 1 | |
| 45300 | 1 | |
| 45900 | 1 | |
| 46500 | 1 | |
| 47500 | 1 | |
| 48500 | 1 | |
| 49600 | 1 |
| Value | Count | Frequency (%) |
| 63300 | 1 | |
| 62400 | 1 | |
| 61200 | 1 | |
| 60100 | 1 | |
| 59300 | 1 | |
| 58600 | 1 | |
| 57600 | 1 | |
| 56500 | 1 | |
| 55100 | 1 | |
| 53500 | 1 |
FR
Real number (ℝ)
High correlation
| Distinct | 16 |
|---|---|
| Distinct (%) | 76.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 164814.29 |
| Minimum | 158700 |
|---|---|
| Maximum | 178700 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 158700 |
|---|---|
| 5-th percentile | 158800 |
| Q1 | 159000 |
| median | 159200 |
| Q3 | 171300 |
| 95-th percentile | 177700 |
| Maximum | 178700 |
| Range | 20000 |
| Interquartile range (IQR) | 12300 |
Descriptive statistics
| Standard deviation | 7429.2184 |
|---|---|
| Coefficient of variation (CV) | 0.045076301 |
| Kurtosis | -1.146446 |
| Mean | 164814.29 |
| Median Absolute Deviation (MAD) | 500 |
| Skewness | 0.75570061 |
| Sum | 3461100 |
| Variance | 55193286 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 159000 | 3 | |
| 159200 | 3 | |
| 159100 | 2 | 9.5% |
| 158700 | 1 | 4.8% |
| 158900 | 1 | 4.8% |
| 158800 | 1 | 4.8% |
| 159700 | 1 | 4.8% |
| 164000 | 1 | 4.8% |
| 167700 | 1 | 4.8% |
| 170300 | 1 | 4.8% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 158700 | 1 | 4.8% |
| 158800 | 1 | 4.8% |
| 158900 | 1 | 4.8% |
| 159000 | 3 | |
| 159100 | 2 | |
| 159200 | 3 | |
| 159700 | 1 | 4.8% |
| 164000 | 1 | 4.8% |
| 167700 | 1 | 4.8% |
| 170300 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 178700 | 1 | |
| 177700 | 1 | |
| 175900 | 1 | |
| 174000 | 1 | |
| 172600 | 1 | |
| 171300 | 1 | |
| 170300 | 1 | |
| 167700 | 1 | |
| 164000 | 1 | |
| 159700 | 1 |
SO
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 198552.38 |
| Minimum | 169900 |
|---|---|
| Maximum | 224200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 169900 |
|---|---|
| 5-th percentile | 171800 |
| Q1 | 182700 |
| median | 198100 |
| Q3 | 215600 |
| 95-th percentile | 222900 |
| Maximum | 224200 |
| Range | 54300 |
| Interquartile range (IQR) | 32900 |
Descriptive statistics
| Standard deviation | 18324.481 |
|---|---|
| Coefficient of variation (CV) | 0.092290414 |
| Kurtosis | -1.476732 |
| Mean | 198552.38 |
| Median Absolute Deviation (MAD) | 17500 |
| Skewness | -0.103855 |
| Sum | 4169600 |
| Variance | 3.3578662 × 108 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 169900 | 1 | 4.8% |
| 171800 | 1 | 4.8% |
| 174600 | 1 | 4.8% |
| 177500 | 1 | 4.8% |
| 180000 | 1 | 4.8% |
| 182700 | 1 | 4.8% |
| 186000 | 1 | 4.8% |
| 189800 | 1 | 4.8% |
| 191800 | 1 | 4.8% |
| 193400 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 169900 | 1 | |
| 171800 | 1 | |
| 174600 | 1 | |
| 177500 | 1 | |
| 180000 | 1 | |
| 182700 | 1 | |
| 186000 | 1 | |
| 189800 | 1 | |
| 191800 | 1 | |
| 193400 | 1 |
| Value | Count | Frequency (%) |
| 224200 | 1 | |
| 222900 | 1 | |
| 220400 | 1 | |
| 218500 | 1 | |
| 216900 | 1 | |
| 215600 | 1 | |
| 214600 | 1 | |
| 211100 | 1 | |
| 207300 | 1 | |
| 202500 | 1 |
BS
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 221100 |
| Minimum | 194900 |
|---|---|
| Maximum | 236000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 194900 |
|---|---|
| 5-th percentile | 198000 |
| Q1 | 208900 |
| median | 224300 |
| Q3 | 235000 |
| 95-th percentile | 235900 |
| Maximum | 236000 |
| Range | 41100 |
| Interquartile range (IQR) | 26100 |
Descriptive statistics
| Standard deviation | 14386.869 |
|---|---|
| Coefficient of variation (CV) | 0.065069512 |
| Kurtosis | -1.2771821 |
| Mean | 221100 |
| Median Absolute Deviation (MAD) | 11100 |
| Skewness | -0.48905681 |
| Sum | 4643100 |
| Variance | 2.06982 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 194900 | 1 | 4.8% |
| 198000 | 1 | 4.8% |
| 201000 | 1 | 4.8% |
| 203700 | 1 | 4.8% |
| 206400 | 1 | 4.8% |
| 208900 | 1 | 4.8% |
| 211500 | 1 | 4.8% |
| 215200 | 1 | 4.8% |
| 219000 | 1 | 4.8% |
| 221600 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 194900 | 1 | |
| 198000 | 1 | |
| 201000 | 1 | |
| 203700 | 1 | |
| 206400 | 1 | |
| 208900 | 1 | |
| 211500 | 1 | |
| 215200 | 1 | |
| 219000 | 1 | |
| 221600 | 1 |
| Value | Count | Frequency (%) |
| 236000 | 1 | |
| 235900 | 1 | |
| 235500 | 1 | |
| 235400 | 1 | |
| 235300 | 1 | |
| 235000 | 1 | |
| 234800 | 1 | |
| 233100 | 1 | |
| 230800 | 1 | |
| 226800 | 1 |
BL
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 149347.62 |
| Minimum | 107000 |
|---|---|
| Maximum | 205400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 107000 |
|---|---|
| 5-th percentile | 108800 |
| Q1 | 119800 |
| median | 143700 |
| Q3 | 177200 |
| 95-th percentile | 200200 |
| Maximum | 205400 |
| Range | 98400 |
| Interquartile range (IQR) | 57400 |
Descriptive statistics
| Standard deviation | 32970.041 |
|---|---|
| Coefficient of variation (CV) | 0.22076041 |
| Kurtosis | -1.3849018 |
| Mean | 149347.62 |
| Median Absolute Deviation (MAD) | 27900 |
| Skewness | 0.29611437 |
| Sum | 3136300 |
| Variance | 1.0870236 × 109 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 107000 | 1 | 4.8% |
| 108800 | 1 | 4.8% |
| 111400 | 1 | 4.8% |
| 114300 | 1 | 4.8% |
| 117400 | 1 | 4.8% |
| 119800 | 1 | 4.8% |
| 122500 | 1 | 4.8% |
| 126800 | 1 | 4.8% |
| 131400 | 1 | 4.8% |
| 136300 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 107000 | 1 | |
| 108800 | 1 | |
| 111400 | 1 | |
| 114300 | 1 | |
| 117400 | 1 | |
| 119800 | 1 | |
| 122500 | 1 | |
| 126800 | 1 | |
| 131400 | 1 | |
| 136300 | 1 |
| Value | Count | Frequency (%) |
| 205400 | 1 | |
| 200200 | 1 | |
| 193900 | 1 | |
| 188400 | 1 | |
| 182300 | 1 | |
| 177200 | 1 | |
| 171600 | 1 | |
| 165900 | 1 | |
| 159900 | 1 | |
| 152100 | 1 |
SH
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65280.952 |
| Minimum | 57300 |
|---|---|
| Maximum | 72600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 57300 |
|---|---|
| 5-th percentile | 58000 |
| Q1 | 60000 |
| median | 64900 |
| Q3 | 70700 |
| 95-th percentile | 72300 |
| Maximum | 72600 |
| Range | 15300 |
| Interquartile range (IQR) | 10700 |
Descriptive statistics
| Standard deviation | 5359.3488 |
|---|---|
| Coefficient of variation (CV) | 0.082096669 |
| Kurtosis | -1.6313175 |
| Mean | 65280.952 |
| Median Absolute Deviation (MAD) | 5200 |
| Skewness | -0.023988668 |
| Sum | 1370900 |
| Variance | 28722619 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 57300 | 1 | 4.8% |
| 58000 | 1 | 4.8% |
| 58800 | 1 | 4.8% |
| 59400 | 1 | 4.8% |
| 59700 | 1 | 4.8% |
| 60000 | 1 | 4.8% |
| 61100 | 1 | 4.8% |
| 62400 | 1 | 4.8% |
| 62900 | 1 | 4.8% |
| 63400 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 57300 | 1 | |
| 58000 | 1 | |
| 58800 | 1 | |
| 59400 | 1 | |
| 59700 | 1 | |
| 60000 | 1 | |
| 61100 | 1 | |
| 62400 | 1 | |
| 62900 | 1 | |
| 63400 | 1 |
| Value | Count | Frequency (%) |
| 72600 | 1 | |
| 72300 | 1 | |
| 71600 | 1 | |
| 71300 | 1 | |
| 71000 | 1 | |
| 70700 | 1 | |
| 70100 | 1 | |
| 69100 | 1 | |
| 67900 | 1 | |
| 66400 | 1 |
AR
Real number (ℝ)
High correlation
| Distinct | 17 |
|---|---|
| Distinct (%) | 81.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48980.952 |
| Minimum | 47800 |
|---|---|
| Maximum | 50000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 47800 |
|---|---|
| 5-th percentile | 48100 |
| Q1 | 48600 |
| median | 48900 |
| Q3 | 49500 |
| 95-th percentile | 49900 |
| Maximum | 50000 |
| Range | 2200 |
| Interquartile range (IQR) | 900 |
Descriptive statistics
| Standard deviation | 626.59321 |
|---|---|
| Coefficient of variation (CV) | 0.012792589 |
| Kurtosis | -0.81506364 |
| Mean | 48980.952 |
| Median Absolute Deviation (MAD) | 500 |
| Skewness | 0.048712823 |
| Sum | 1028600 |
| Variance | 392619.05 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 48900 | 2 | 9.5% |
| 48700 | 2 | 9.5% |
| 48800 | 2 | 9.5% |
| 49900 | 2 | 9.5% |
| 47800 | 1 | 4.8% |
| 48500 | 1 | 4.8% |
| 48400 | 1 | 4.8% |
| 48200 | 1 | 4.8% |
| 48100 | 1 | 4.8% |
| 48600 | 1 | 4.8% |
| Other values (7) | 7 |
| Value | Count | Frequency (%) |
| 47800 | 1 | |
| 48100 | 1 | |
| 48200 | 1 | |
| 48400 | 1 | |
| 48500 | 1 | |
| 48600 | 1 | |
| 48700 | 2 | |
| 48800 | 2 | |
| 48900 | 2 | |
| 49000 | 1 |
| Value | Count | Frequency (%) |
| 50000 | 1 | |
| 49900 | 2 | |
| 49700 | 1 | |
| 49600 | 1 | |
| 49500 | 1 | |
| 49400 | 1 | |
| 49200 | 1 | |
| 49000 | 1 | |
| 48900 | 2 | |
| 48800 | 2 |
AI
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 28.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13247.619 |
| Minimum | 13000 |
|---|---|
| Maximum | 13500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 13000 |
|---|---|
| 5-th percentile | 13000 |
| Q1 | 13200 |
| median | 13300 |
| Q3 | 13300 |
| 95-th percentile | 13400 |
| Maximum | 13500 |
| Range | 500 |
| Interquartile range (IQR) | 100 |
Descriptive statistics
| Standard deviation | 132.73676 |
|---|---|
| Coefficient of variation (CV) | 0.010019669 |
| Kurtosis | -0.31050709 |
| Mean | 13247.619 |
| Median Absolute Deviation (MAD) | 100 |
| Skewness | -0.29791904 |
| Sum | 278200 |
| Variance | 17619.048 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 13300 | 8 | |
| 13200 | 4 | |
| 13100 | 3 | 14.3% |
| 13400 | 3 | 14.3% |
| 13000 | 2 | 9.5% |
| 13500 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 13000 | 2 | 9.5% |
| 13100 | 3 | 14.3% |
| 13200 | 4 | |
| 13300 | 8 | |
| 13400 | 3 | 14.3% |
| 13500 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 13500 | 1 | 4.8% |
| 13400 | 3 | 14.3% |
| 13300 | 8 | |
| 13200 | 4 | |
| 13100 | 3 | 14.3% |
| 13000 | 2 | 9.5% |
SG
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 343966.67 |
| Minimum | 308100 |
|---|---|
| Maximum | 383600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 308100 |
|---|---|
| 5-th percentile | 310800 |
| Q1 | 322500 |
| median | 337600 |
| Q3 | 367700 |
| 95-th percentile | 381700 |
| Maximum | 383600 |
| Range | 75500 |
| Interquartile range (IQR) | 45200 |
Descriptive statistics
| Standard deviation | 25402.113 |
|---|---|
| Coefficient of variation (CV) | 0.073850507 |
| Kurtosis | -1.4713991 |
| Mean | 343966.67 |
| Median Absolute Deviation (MAD) | 21700 |
| Skewness | 0.19101141 |
| Sum | 7223300 |
| Variance | 6.4526733 × 108 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 308100 | 1 | 4.8% |
| 310800 | 1 | 4.8% |
| 313700 | 1 | 4.8% |
| 316700 | 1 | 4.8% |
| 319800 | 1 | 4.8% |
| 322500 | 1 | 4.8% |
| 325300 | 1 | 4.8% |
| 329300 | 1 | 4.8% |
| 332100 | 1 | 4.8% |
| 334100 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 308100 | 1 | |
| 310800 | 1 | |
| 313700 | 1 | |
| 316700 | 1 | |
| 319800 | 1 | |
| 322500 | 1 | |
| 325300 | 1 | |
| 329300 | 1 | |
| 332100 | 1 | |
| 334100 | 1 |
| Value | Count | Frequency (%) |
| 383600 | 1 | |
| 381700 | 1 | |
| 377400 | 1 | |
| 373600 | 1 | |
| 370200 | 1 | |
| 367700 | 1 | |
| 364700 | 1 | |
| 359300 | 1 | |
| 352000 | 1 | |
| 343100 | 1 |
GR
Real number (ℝ)
High correlation
| Distinct | 20 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 151795.24 |
| Minimum | 136700 |
|---|---|
| Maximum | 166100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 136700 |
|---|---|
| 5-th percentile | 138300 |
| Q1 | 142100 |
| median | 147000 |
| Q3 | 163200 |
| 95-th percentile | 165500 |
| Maximum | 166100 |
| Range | 29400 |
| Interquartile range (IQR) | 21100 |
Descriptive statistics
| Standard deviation | 10821.759 |
|---|---|
| Coefficient of variation (CV) | 0.071291824 |
| Kurtosis | -1.8385781 |
| Mean | 151795.24 |
| Median Absolute Deviation (MAD) | 8700 |
| Skewness | 0.099753659 |
| Sum | 3187700 |
| Variance | 1.1711048 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 163200 | 2 | 9.5% |
| 136700 | 1 | 4.8% |
| 139900 | 1 | 4.8% |
| 138300 | 1 | 4.8% |
| 140900 | 1 | 4.8% |
| 141600 | 1 | 4.8% |
| 142900 | 1 | 4.8% |
| 142100 | 1 | 4.8% |
| 145000 | 1 | 4.8% |
| 145800 | 1 | 4.8% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 136700 | 1 | |
| 138300 | 1 | |
| 139900 | 1 | |
| 140900 | 1 | |
| 141600 | 1 | |
| 142100 | 1 | |
| 142900 | 1 | |
| 144000 | 1 | |
| 145000 | 1 | |
| 145800 | 1 |
| Value | Count | Frequency (%) |
| 166100 | 1 | |
| 165500 | 1 | |
| 164900 | 1 | |
| 163900 | 1 | |
| 163200 | 2 | |
| 162900 | 1 | |
| 161100 | 1 | |
| 158200 | 1 | |
| 154500 | 1 | |
| 147000 | 1 |
AG
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 361566.67 |
| Minimum | 299600 |
|---|---|
| Maximum | 430300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 299600 |
|---|---|
| 5-th percentile | 303300 |
| Q1 | 321500 |
| median | 355400 |
| Q3 | 401500 |
| 95-th percentile | 425300 |
| Maximum | 430300 |
| Range | 130700 |
| Interquartile range (IQR) | 80000 |
Descriptive statistics
| Standard deviation | 44299.067 |
|---|---|
| Coefficient of variation (CV) | 0.12251978 |
| Kurtosis | -1.5010827 |
| Mean | 361566.67 |
| Median Absolute Deviation (MAD) | 41000 |
| Skewness | 0.11752273 |
| Sum | 7592900 |
| Variance | 1.9624073 × 109 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 299600 | 1 | 4.8% |
| 303300 | 1 | 4.8% |
| 307800 | 1 | 4.8% |
| 311900 | 1 | 4.8% |
| 315800 | 1 | 4.8% |
| 321500 | 1 | 4.8% |
| 328400 | 1 | 4.8% |
| 335800 | 1 | 4.8% |
| 341600 | 1 | 4.8% |
| 346400 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 299600 | 1 | |
| 303300 | 1 | |
| 307800 | 1 | |
| 311900 | 1 | |
| 315800 | 1 | |
| 321500 | 1 | |
| 328400 | 1 | |
| 335800 | 1 | |
| 341600 | 1 | |
| 346400 | 1 |
| Value | Count | Frequency (%) |
| 430300 | 1 | |
| 425300 | 1 | |
| 418600 | 1 | |
| 412500 | 1 | |
| 406800 | 1 | |
| 401500 | 1 | |
| 396400 | 1 | |
| 388300 | 1 | |
| 378700 | 1 | |
| 367000 | 1 |
TG
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166357.14 |
| Minimum | 149300 |
|---|---|
| Maximum | 181800 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 149300 |
|---|---|
| 5-th percentile | 150500 |
| Q1 | 156200 |
| median | 165300 |
| Q3 | 177400 |
| 95-th percentile | 181100 |
| Maximum | 181800 |
| Range | 32500 |
| Interquartile range (IQR) | 21200 |
Descriptive statistics
| Standard deviation | 11361.539 |
|---|---|
| Coefficient of variation (CV) | 0.06829607 |
| Kurtosis | -1.588602 |
| Mean | 166357.14 |
| Median Absolute Deviation (MAD) | 11400 |
| Skewness | -0.050643531 |
| Sum | 3493500 |
| Variance | 1.2908457 × 108 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 149300 | 1 | 4.8% |
| 150500 | 1 | 4.8% |
| 151800 | 1 | 4.8% |
| 153400 | 1 | 4.8% |
| 155000 | 1 | 4.8% |
| 156200 | 1 | 4.8% |
| 157800 | 1 | 4.8% |
| 159800 | 1 | 4.8% |
| 161800 | 1 | 4.8% |
| 163300 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 149300 | 1 | |
| 150500 | 1 | |
| 151800 | 1 | |
| 153400 | 1 | |
| 155000 | 1 | |
| 156200 | 1 | |
| 157800 | 1 | |
| 159800 | 1 | |
| 161800 | 1 | |
| 163300 | 1 |
| Value | Count | Frequency (%) |
| 181800 | 1 | |
| 181100 | 1 | |
| 180100 | 1 | |
| 179200 | 1 | |
| 178000 | 1 | |
| 177400 | 1 | |
| 176700 | 1 | |
| 174800 | 1 | |
| 171900 | 1 | |
| 168300 | 1 |
TI
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 203152.38 |
| Minimum | 174500 |
|---|---|
| Maximum | 248200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 174500 |
|---|---|
| 5-th percentile | 176300 |
| Q1 | 180300 |
| median | 193000 |
| Q3 | 223900 |
| 95-th percentile | 243400 |
| Maximum | 248200 |
| Range | 73700 |
| Interquartile range (IQR) | 43600 |
Descriptive statistics
| Standard deviation | 25119.984 |
|---|---|
| Coefficient of variation (CV) | 0.12365095 |
| Kurtosis | -1.3222431 |
| Mean | 203152.38 |
| Median Absolute Deviation (MAD) | 16700 |
| Skewness | 0.47789241 |
| Sum | 4266200 |
| Variance | 6.3101362 × 108 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 174500 | 1 | 4.8% |
| 176300 | 1 | 4.8% |
| 177800 | 1 | 4.8% |
| 178500 | 1 | 4.8% |
| 179500 | 1 | 4.8% |
| 180300 | 1 | 4.8% |
| 181800 | 1 | 4.8% |
| 184300 | 1 | 4.8% |
| 186800 | 1 | 4.8% |
| 189000 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 174500 | 1 | |
| 176300 | 1 | |
| 177800 | 1 | |
| 178500 | 1 | |
| 179500 | 1 | |
| 180300 | 1 | |
| 181800 | 1 | |
| 184300 | 1 | |
| 186800 | 1 | |
| 189000 | 1 |
| Value | Count | Frequency (%) |
| 248200 | 1 | |
| 243400 | 1 | |
| 238300 | 1 | |
| 233800 | 1 | |
| 229100 | 1 | |
| 223900 | 1 | |
| 218700 | 1 | |
| 215300 | 1 | |
| 210000 | 1 | |
| 203700 | 1 |
VD
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 435514.29 |
| Minimum | 376600 |
|---|---|
| Maximum | 511800 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 376600 |
|---|---|
| 5-th percentile | 379100 |
| Q1 | 394000 |
| median | 423100 |
| Q3 | 477700 |
| 95-th percentile | 506600 |
| Maximum | 511800 |
| Range | 135200 |
| Interquartile range (IQR) | 83700 |
Descriptive statistics
| Standard deviation | 46662.343 |
|---|---|
| Coefficient of variation (CV) | 0.10714308 |
| Kurtosis | -1.5065826 |
| Mean | 435514.29 |
| Median Absolute Deviation (MAD) | 40400 |
| Skewness | 0.29027846 |
| Sum | 9145800 |
| Variance | 2.1773743 × 109 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 376600 | 1 | 4.8% |
| 379100 | 1 | 4.8% |
| 382700 | 1 | 4.8% |
| 386800 | 1 | 4.8% |
| 390600 | 1 | 4.8% |
| 394000 | 1 | 4.8% |
| 397800 | 1 | 4.8% |
| 403200 | 1 | 4.8% |
| 408200 | 1 | 4.8% |
| 413300 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 376600 | 1 | |
| 379100 | 1 | |
| 382700 | 1 | |
| 386800 | 1 | |
| 390600 | 1 | |
| 394000 | 1 | |
| 397800 | 1 | |
| 403200 | 1 | |
| 408200 | 1 | |
| 413300 | 1 |
| Value | Count | Frequency (%) |
| 511800 | 1 | |
| 506600 | 1 | |
| 497700 | 1 | |
| 490200 | 1 | |
| 483000 | 1 | |
| 477700 | 1 | |
| 471700 | 1 | |
| 463800 | 1 | |
| 451500 | 1 | |
| 436400 | 1 |
VS
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 182214.29 |
| Minimum | 158800 |
|---|---|
| Maximum | 210000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 158800 |
|---|---|
| 5-th percentile | 159700 |
| Q1 | 165900 |
| median | 177300 |
| Q3 | 198900 |
| 95-th percentile | 207700 |
| Maximum | 210000 |
| Range | 51200 |
| Interquartile range (IQR) | 33000 |
Descriptive statistics
| Standard deviation | 17774.372 |
|---|---|
| Coefficient of variation (CV) | 0.097546532 |
| Kurtosis | -1.5973911 |
| Mean | 182214.29 |
| Median Absolute Deviation (MAD) | 16700 |
| Skewness | 0.13647313 |
| Sum | 3826500 |
| Variance | 3.1592829 × 108 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 158800 | 1 | 4.8% |
| 159700 | 1 | 4.8% |
| 160600 | 1 | 4.8% |
| 162200 | 1 | 4.8% |
| 163700 | 1 | 4.8% |
| 165900 | 1 | 4.8% |
| 168700 | 1 | 4.8% |
| 170700 | 1 | 4.8% |
| 173500 | 1 | 4.8% |
| 176000 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 158800 | 1 | |
| 159700 | 1 | |
| 160600 | 1 | |
| 162200 | 1 | |
| 163700 | 1 | |
| 165900 | 1 | |
| 168700 | 1 | |
| 170700 | 1 | |
| 173500 | 1 | |
| 176000 | 1 |
| Value | Count | Frequency (%) |
| 210000 | 1 | |
| 207700 | 1 | |
| 204000 | 1 | |
| 201500 | 1 | |
| 199200 | 1 | |
| 198900 | 1 | |
| 198300 | 1 | |
| 195000 | 1 | |
| 190700 | 1 | |
| 184100 | 1 |
NE
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 148361.9 |
| Minimum | 127600 |
|---|---|
| Maximum | 169200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 127600 |
|---|---|
| 5-th percentile | 129200 |
| Q1 | 136400 |
| median | 144900 |
| Q3 | 161300 |
| 95-th percentile | 167600 |
| Maximum | 169200 |
| Range | 41600 |
| Interquartile range (IQR) | 24900 |
Descriptive statistics
| Standard deviation | 13957.345 |
|---|---|
| Coefficient of variation (CV) | 0.094076339 |
| Kurtosis | -1.496898 |
| Mean | 148361.9 |
| Median Absolute Deviation (MAD) | 12000 |
| Skewness | 0.095152625 |
| Sum | 3115600 |
| Variance | 1.9480748 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 127600 | 1 | 4.8% |
| 129200 | 1 | 4.8% |
| 131500 | 1 | 4.8% |
| 133600 | 1 | 4.8% |
| 135000 | 1 | 4.8% |
| 136400 | 1 | 4.8% |
| 138600 | 1 | 4.8% |
| 141100 | 1 | 4.8% |
| 142300 | 1 | 4.8% |
| 142100 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 127600 | 1 | |
| 129200 | 1 | |
| 131500 | 1 | |
| 133600 | 1 | |
| 135000 | 1 | |
| 136400 | 1 | |
| 138600 | 1 | |
| 141100 | 1 | |
| 142100 | 1 | |
| 142300 | 1 |
| Value | Count | Frequency (%) |
| 169200 | 1 | |
| 167600 | 1 | |
| 166600 | 1 | |
| 165100 | 1 | |
| 163400 | 1 | |
| 161300 | 1 | |
| 159200 | 1 | |
| 156900 | 1 | |
| 154300 | 1 | |
| 149700 | 1 |
GE
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 258209.52 |
| Minimum | 201500 |
|---|---|
| Maximum | 330300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 201500 |
|---|---|
| 5-th percentile | 204200 |
| Q1 | 218200 |
| median | 251500 |
| Q3 | 296900 |
| 95-th percentile | 324100 |
| Maximum | 330300 |
| Range | 128800 |
| Interquartile range (IQR) | 78700 |
Descriptive statistics
| Standard deviation | 43544.31 |
|---|---|
| Coefficient of variation (CV) | 0.16863944 |
| Kurtosis | -1.442727 |
| Mean | 258209.52 |
| Median Absolute Deviation (MAD) | 39400 |
| Skewness | 0.25465587 |
| Sum | 5422400 |
| Variance | 1.8961069 × 109 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 201500 | 1 | 4.8% |
| 204200 | 1 | 4.8% |
| 207800 | 1 | 4.8% |
| 211700 | 1 | 4.8% |
| 214400 | 1 | 4.8% |
| 218200 | 1 | 4.8% |
| 223500 | 1 | 4.8% |
| 229900 | 1 | 4.8% |
| 235500 | 1 | 4.8% |
| 240600 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 201500 | 1 | |
| 204200 | 1 | |
| 207800 | 1 | |
| 211700 | 1 | |
| 214400 | 1 | |
| 218200 | 1 | |
| 223500 | 1 | |
| 229900 | 1 | |
| 235500 | 1 | |
| 240600 | 1 |
| Value | Count | Frequency (%) |
| 330300 | 1 | |
| 324100 | 1 | |
| 316100 | 1 | |
| 309400 | 1 | |
| 301900 | 1 | |
| 296900 | 1 | |
| 290900 | 1 | |
| 280900 | 1 | |
| 271500 | 1 | |
| 261600 | 1 |
CH
Real number (ℝ)
High correlation Unique
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5452523.8 |
| Minimum | 4694000 |
|---|---|
| Maximum | 6267000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 4694000 |
|---|---|
| 5-th percentile | 4749000 |
| Q1 | 4980000 |
| median | 5362000 |
| Q3 | 5943000 |
| 95-th percentile | 6212000 |
| Maximum | 6267000 |
| Range | 1573000 |
| Interquartile range (IQR) | 963000 |
Descriptive statistics
| Standard deviation | 531430.2 |
|---|---|
| Coefficient of variation (CV) | 0.097464995 |
| Kurtosis | -1.5270513 |
| Mean | 5452523.8 |
| Median Absolute Deviation (MAD) | 484000 |
| Skewness | 0.11746186 |
| Sum | 1.14503 × 108 |
| Variance | 2.8241806 × 1011 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 4694000 | 1 | 4.8% |
| 4749000 | 1 | 4.8% |
| 4815000 | 1 | 4.8% |
| 4878000 | 1 | 4.8% |
| 4929000 | 1 | 4.8% |
| 4980000 | 1 | 4.8% |
| 5045000 | 1 | 4.8% |
| 5126000 | 1 | 4.8% |
| 5199000 | 1 | 4.8% |
| 5259000 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 4694000 | 1 | |
| 4749000 | 1 | |
| 4815000 | 1 | |
| 4878000 | 1 | |
| 4929000 | 1 | |
| 4980000 | 1 | |
| 5045000 | 1 | |
| 5126000 | 1 | |
| 5199000 | 1 | |
| 5259000 | 1 |
| Value | Count | Frequency (%) |
| 6267000 | 1 | |
| 6212000 | 1 | |
| 6132000 | 1 | |
| 6063000 | 1 | |
| 5996000 | 1 | |
| 5943000 | 1 | |
| 5887000 | 1 | |
| 5789000 | 1 | |
| 5666000 | 1 | |
| 5512000 | 1 |
Interactions
Correlations
| AG | AI | AR | BE | BL | BS | CH | FR | GE | GL | GR | LU | NE | NW | OW | SG | SH | SO | SZ | TG | TI | UR | VD | VS | Year | ZG | ZH | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AG | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| AI | -0.378 | 1.000 | -0.320 | -0.378 | -0.378 | -0.370 | -0.378 | -0.369 | -0.378 | -0.550 | -0.379 | -0.378 | -0.378 | -0.379 | -0.364 | -0.378 | -0.378 | -0.378 | -0.378 | -0.378 | -0.378 | -0.379 | -0.378 | -0.378 | -0.378 | -0.378 | -0.378 |
| AR | 0.802 | -0.320 | 1.000 | 0.802 | 0.802 | 0.856 | 0.802 | 0.797 | 0.802 | 0.864 | 0.809 | 0.802 | 0.805 | 0.804 | 0.801 | 0.802 | 0.802 | 0.802 | 0.802 | 0.802 | 0.802 | 0.807 | 0.802 | 0.802 | 0.802 | 0.802 | 0.802 |
| BE | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| BL | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| BS | 0.970 | -0.370 | 0.856 | 0.970 | 0.970 | 1.000 | 0.970 | 0.967 | 0.970 | 0.621 | 0.970 | 0.970 | 0.969 | 0.968 | 0.963 | 0.970 | 0.970 | 0.970 | 0.970 | 0.970 | 0.970 | 0.973 | 0.970 | 0.970 | 0.970 | 0.970 | 0.970 |
| CH | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| FR | 0.997 | -0.369 | 0.797 | 0.997 | 0.997 | 0.967 | 0.997 | 1.000 | 0.997 | 0.553 | 0.993 | 0.997 | 0.997 | 0.997 | 0.995 | 0.997 | 0.997 | 0.997 | 0.997 | 0.997 | 0.997 | 0.996 | 0.997 | 0.997 | 0.997 | 0.997 | 0.997 |
| GE | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| GL | 0.559 | -0.550 | 0.864 | 0.559 | 0.559 | 0.621 | 0.559 | 0.553 | 0.559 | 1.000 | 0.564 | 0.559 | 0.558 | 0.560 | 0.564 | 0.559 | 0.559 | 0.559 | 0.559 | 0.559 | 0.559 | 0.563 | 0.559 | 0.559 | 0.559 | 0.559 | 0.559 |
| GR | 0.996 | -0.379 | 0.809 | 0.996 | 0.996 | 0.970 | 0.996 | 0.993 | 0.996 | 0.564 | 1.000 | 0.996 | 0.994 | 0.996 | 0.993 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.994 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 |
| LU | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| NE | 0.999 | -0.378 | 0.805 | 0.999 | 0.999 | 0.969 | 0.999 | 0.997 | 0.999 | 0.558 | 0.994 | 0.999 | 1.000 | 0.998 | 0.994 | 0.999 | 0.999 | 0.999 | 0.999 | 0.999 | 0.999 | 0.998 | 0.999 | 0.999 | 0.999 | 0.999 | 0.999 |
| NW | 1.000 | -0.379 | 0.804 | 1.000 | 1.000 | 0.968 | 1.000 | 0.997 | 1.000 | 0.560 | 0.996 | 1.000 | 0.998 | 1.000 | 0.995 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| OW | 0.996 | -0.364 | 0.801 | 0.996 | 0.996 | 0.963 | 0.996 | 0.995 | 0.996 | 0.564 | 0.993 | 0.996 | 0.994 | 0.995 | 1.000 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.994 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 |
| SG | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| SH | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| SO | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| SZ | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| TG | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| TI | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| UR | 0.999 | -0.379 | 0.807 | 0.999 | 0.999 | 0.973 | 0.999 | 0.996 | 0.999 | 0.563 | 0.994 | 0.999 | 0.998 | 0.999 | 0.994 | 0.999 | 0.999 | 0.999 | 0.999 | 0.999 | 0.999 | 1.000 | 0.999 | 0.999 | 0.999 | 0.999 | 0.999 |
| VD | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| VS | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Year | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| ZG | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| ZH | 1.000 | -0.378 | 0.802 | 1.000 | 1.000 | 0.970 | 1.000 | 0.997 | 1.000 | 0.559 | 0.996 | 1.000 | 0.999 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Year | ZH | BE | LU | UR | SZ | OW | NW | GL | ZG | FR | SO | BS | BL | SH | AR | AI | SG | GR | AG | TG | TI | VD | VS | NE | GE | CH | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1950 | 770600 | 798500 | 222700 | 28600.0 | 70900 | 22100 | 19300 | 37400 | 42100 | 158700 | 169900 | 194900 | 107000 | 57300.0 | 47800 | 13500 | 308100 | 136700 | 299600 | 149300 | 174500 | 376600 | 158800 | 127600.0 | 201500.0 | 4694000 |
| 1 | 1951 | 786000 | 806800 | 225300 | 28800.0 | 71400 | 22200 | 19500 | 37900 | 42800 | 158800 | 171800 | 198000 | 108800 | 58000.0 | 48100 | 13400 | 310800 | 138300 | 303300 | 150500 | 176300 | 379100 | 159700 | 129200.0 | 204200.0 | 4749000 |
| 2 | 1952 | 803700 | 817000 | 229200 | 29000.0 | 71900 | 22400 | 19700 | 38300 | 43900 | 158900 | 174600 | 201000 | 111400 | 58800.0 | 48200 | 13400 | 313700 | 139900 | 307800 | 151800 | 177800 | 382700 | 160600 | 131500.0 | 207800.0 | 4815000 |
| 3 | 1953 | 819400 | 827400 | 232700 | 29200.0 | 72500 | 22500 | 19800 | 38500 | 44600 | 159000 | 177500 | 203700 | 114300 | 59400.0 | 48400 | 13400 | 316700 | 140900 | 311900 | 153400 | 178500 | 386800 | 162200 | 133600.0 | 211700.0 | 4878000 |
| 4 | 1954 | 831200 | 834300 | 235000 | 29400.0 | 72900 | 22500 | 20000 | 38700 | 45300 | 159000 | 180000 | 206400 | 117400 | 59700.0 | 48500 | 13300 | 319800 | 141600 | 315800 | 155000 | 179500 | 390600 | 163700 | 135000.0 | 214400.0 | 4929000 |
| 5 | 1955 | 842700 | 839600 | 237600 | 29800.0 | 73400 | 22600 | 20300 | 38700 | 45900 | 159000 | 182700 | 208900 | 119800 | 60000.0 | 48600 | 13300 | 322500 | 142100 | 321500 | 156200 | 180300 | 394000 | 165900 | 136400.0 | 218200.0 | 4980000 |
| 6 | 1956 | 856500 | 846800 | 241100 | 30200.0 | 74400 | 22800 | 20900 | 38900 | 46500 | 159100 | 186000 | 211500 | 122500 | 61100.0 | 48700 | 13200 | 325300 | 142900 | 328400 | 157800 | 181800 | 397800 | 168700 | 138600.0 | 223500.0 | 5045000 |
| 7 | 1957 | 873100 | 856800 | 245000 | 30800.0 | 75700 | 23100 | 21300 | 39200 | 47500 | 159100 | 189800 | 215200 | 126800 | 62400.0 | 48900 | 13200 | 329300 | 144000 | 335800 | 159800 | 184300 | 403200 | 170700 | 141100.0 | 229900.0 | 5126000 |
| 8 | 1958 | 891300 | 865900 | 247900 | 31400.0 | 76600 | 23300 | 21700 | 39400 | 48500 | 159200 | 191800 | 219000 | 131400 | 62900.0 | 48800 | 13100 | 332100 | 145000 | 341600 | 161800 | 186800 | 408200 | 173500 | 142300.0 | 235500.0 | 5199000 |
| 9 | 1959 | 906400 | 873100 | 249300 | 31800.0 | 77200 | 23600 | 22100 | 39600 | 49600 | 159200 | 193400 | 221600 | 136300 | 63400.0 | 48700 | 13100 | 334100 | 145800 | 346400 | 163300 | 189000 | 413300 | 176000 | 142100.0 | 240600.0 | 5259000 |
| Year | ZH | BE | LU | UR | SZ | OW | NW | GL | ZG | FR | SO | BS | BL | SH | AR | AI | SG | GR | AG | TG | TI | VD | VS | NE | GE | CH | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 11 | 1961 | 964400 | 898600 | 256800 | 32700.0 | 79400 | 23900 | 23300 | 41500 | 53500 | 159700 | 202500 | 226800 | 152100 | 66400.0 | 49000 | 13000 | 343100 | 154500 | 367000 | 168300 | 203700 | 436400 | 184100 | 149700.0 | 261600.0 | 5512000 |
| 12 | 1962 | 990800 | 920300 | 263700 | 33100.0 | 81700 | 24300 | 24000 | 41600 | 55100 | 164000 | 207300 | 230800 | 159900 | 67900.0 | 49600 | 13100 | 352000 | 158200 | 378700 | 171900 | 210000 | 451500 | 190700 | 154300.0 | 271500.0 | 5666000 |
| 13 | 1963 | 1013000 | 937300 | 269400 | 33400.0 | 83600 | 24500 | 24400 | 41400 | 56500 | 167700 | 211100 | 233100 | 165900 | 69100.0 | 49900 | 13300 | 359300 | 161100 | 388300 | 174800 | 215300 | 463800 | 195000 | 156900.0 | 280900.0 | 5789000 |
| 14 | 1964 | 1032700 | 949000 | 273600 | 33600.0 | 85100 | 24500 | 24800 | 41100 | 57600 | 170300 | 214600 | 235300 | 171600 | 70100.0 | 50000 | 13300 | 364700 | 163200 | 396400 | 176700 | 218700 | 471700 | 198300 | 159200.0 | 290900.0 | 5887000 |
| 15 | 1965 | 1043000 | 953200 | 275700 | 33800.0 | 86100 | 24700 | 24800 | 40700 | 58600 | 171300 | 215600 | 235900 | 177200 | 70700.0 | 49900 | 13300 | 367700 | 163200 | 401500 | 177400 | 223900 | 477700 | 198900 | 161300.0 | 296900.0 | 5943000 |
| 16 | 1966 | 1052500 | 959300 | 278600 | 33900.0 | 87000 | 24700 | 24900 | 40100 | 59300 | 172600 | 216900 | 235400 | 182300 | 71000.0 | 49700 | 13300 | 370200 | 162900 | 406800 | 178000 | 229100 | 483000 | 199200 | 163400.0 | 301900.0 | 5996000 |
| 17 | 1967 | 1064600 | 966000 | 281400 | 33900.0 | 88200 | 24800 | 25100 | 39700 | 60100 | 174000 | 218500 | 235000 | 188400 | 71300.0 | 49500 | 13300 | 373600 | 163900 | 412500 | 179200 | 233800 | 490200 | 201500 | 165100.0 | 309400.0 | 6063000 |
| 18 | 1968 | 1076800 | 973700 | 284600 | 34000.0 | 89300 | 24800 | 25300 | 39300 | 61200 | 175900 | 220400 | 234800 | 193900 | 71600.0 | 49400 | 13300 | 377400 | 164900 | 418600 | 180100 | 238300 | 497700 | 204000 | 166600.0 | 316100.0 | 6132000 |
| 19 | 1969 | 1090500 | 982500 | 288000 | 34200.0 | 90500 | 24800 | 25600 | 39000 | 62400 | 177700 | 222900 | 236000 | 200200 | 72300.0 | 49200 | 13200 | 381700 | 165500 | 425300 | 181100 | 243400 | 506600 | 207700 | 167600.0 | 324100.0 | 6212000 |
| 20 | 1970 | 1101200 | 987200 | 290600 | 34200.0 | 91400 | 24900 | 26000 | 38500 | 63300 | 178700 | 224200 | 235500 | 205400 | 72600.0 | 48800 | 13200 | 383600 | 166100 | 430300 | 181800 | 248200 | 511800 | 210000 | 169200.0 | 330300.0 | 6267000 |